It’s a common misconception, but agnosticism is the one that is the lack of belief, and applying the scientific method to one’s belief system. It’s the “we don’t know what we don’t know” approach, which defines the scientific method.

there’s no point in basing your life on things you can’t know

I certainly don’t disagree.